diff --git a/docker_env/django/Dockerfile b/docker_env/django/Dockerfile
index e11bdf0..90ea534 100644
--- a/docker_env/django/Dockerfile
+++ b/docker_env/django/Dockerfile
@@ -1,15 +1,15 @@
-# 使用非Alpine源,兼容SQL Server安装
-FROM python:3.10-slim
+# 第一阶段：构建依赖
+FROM docker.1ms.run/python:3.10-slim as builder
 
-# 3. 安装系统依赖 (替换原来的 apk 命令)
-# 注意：这里安装了构建依赖和微软驱动所需的依赖
+WORKDIR /backend
+
+# 安装构建依赖
 RUN apt-get update && apt-get install -y \
     bash \
     git \
     curl \
     gnupg \
     ca-certificates \
-    # 以下为原 apk 中的开发库对应的 apt 包名 (可能需微调)
     libjpeg-dev \
     libmariadb-dev-compat \
     default-libmysqlclient-dev \
@@ -26,18 +26,26 @@ RUN apt-get update && apt-get install -y \
     unixodbc-dev \
     && rm -rf /var/lib/apt/lists/*
 
-# 4. 添加微软软件源和密钥 (解决 msodbcsql17 安装问题)
+# 添加微软源
 RUN curl -fsSL https://packages.microsoft.com/keys/microsoft.asc | gpg --dearmor -o /etc/apt/trusted.gpg.d/microsoft.gpg \
     && echo "deb [arch=amd64] https://packages.microsoft.com/repos/microsoft-ubuntu-focal-prod focal main" > /etc/apt/sources.list.d/mssql-release.list \
     && apt-get update \
     && ACCEPT_EULA=Y apt-get install -y msodbcsql17 \
     && rm -rf /var/lib/apt/lists/*
 
-WORKDIR /backend
 COPY ./backend/ .
 RUN ls ./conf/
 RUN awk 'BEGIN { cmd="cp -i ./conf/env.example.py   ./conf/env.py "; print "n" |cmd; }'
 RUN sed -i "s|DATABASE_HOST = '127.0.0.1'|DATABASE_HOST = '177.10.0.1'|g" ./conf/env.py
 RUN sed -i "s|REDIS_HOST = '127.0.0.1'|REDIS_HOST = '177.10.0.1'|g" ./conf/env.py
-RUN python3 -m pip install -i https://pypi.tuna.tsinghua.edu.cn/simple/ -r requirements.txt
+RUN pip install --no-cache-dir -i https://docker.1ms.run/simple/ -r requirements.txt
+
+# 第二阶段：运行时镜像
+FROM docker.1ms.run/python:3.10-slim
+
+COPY --from=builder /usr/local/lib/python3.10/site-packages /usr/local/lib/python3.10/site-packages
+COPY --from=builder /usr/local/bin /usr/local/bin
+COPY --from=builder /backend /backend
+
+WORKDIR /backend
 CMD ["sh","docker_start.sh"]
diff --git a/docker_env/web/Dockerfile b/docker_env/web/Dockerfile
index a10f353..cdb646d 100644
--- a/docker_env/web/Dockerfile
+++ b/docker_env/web/Dockerfile
@@ -1,9 +1,15 @@
-FROM node:20-alpine
+# 第一阶段：构建
+FROM docker.1ms.run/node:20-alpine as builder
+
 WORKDIR /web/
 COPY web/. .
+
+# 使用 npmmirror 加速 yarn install
 RUN yarn install --registry=https://registry.npmmirror.com
 RUN yarn build
 
-FROM nginx:alpine
+# 第二阶段：Nginx 运行时
+FROM docker.1ms.run/nginx:alpine
+
 COPY ./docker_env/nginx/my.conf /etc/nginx/conf.d/my.conf
-COPY --from=0 /web/dist /usr/share/nginx/html
+COPY --from=builder /web/dist /usr/share/nginx/html